\caption{RD estimates of the effect of a left-wing mayor - by city size}
\resizebox{\linewidth}{!}{
\begin{tabularx}{\linewidth}{l *5{>{\Centering}X}}
\toprule
&        Baseline                               & \multicolumn{4}{c}{Subsamples: Population higher than ...}                                                            \\
\cmidrule(lr){2-2} \cmidrule(lr){3-6}
&                                                               &       25th pct       6,594                     & median      14,196                                                                             & 75th pct           31,209                                              & 90th pct           76,530                                      \\
\midrule
\multicolumn{6}{c}{Size of government: overall revenues and expenses} \\
\midrule
Expenditure per capita                                      &     -0.01                                        &     -0.19                                        &      0.12                                        &      0.95                                                &      1.15                        \\
& (     0.56)                                                                                        & (     0.62)                                                                                        & (     0.77)                                                                                        & (     1.18)                                                                                                & (     1.88)                                                                        \\
Expenditure, \% of GDP                                      &      0.01                            &     -0.16                            &     -0.05                            &      0.11                                    &      0.02                    \\
& (     0.24)                                                                                      & (     0.27)                                                                                      & (     0.16)                                                                                      & (     0.19)                                                                                              & (     0.21)                                                                              \\
Revenue per capita                                          &      0.39                                        &      0.32                                        &     -0.12                                        &      0.21                                                &      0.18                        \\
& (     0.52)                                                                                        & (     0.60)                                                                                        & (     0.70)                                                                                        & (     1.14)                                                                                                & (     1.67)                                                                        \\
Revenue, \% of GDP                                          &      0.12                            &     -0.03                            &     -0.06                            &      0.01                                    &     -0.02                    \\
& (     0.25)                                                                                      & (     0.29)                                                                                      & (     0.15)                                                                                      & (     0.19)                                                                                              & (     0.21)                                                                      \\
\midrule
\multicolumn{6}{c}{Allocation of resources: budget categories (\% of total expenditure)} \\
\midrule
Current Expenditure                                         &     -0.05          &      0.13          &      0.04          &     -0.18                  &     -0.32          \\
& (     0.17)                                                                         & (     0.21)                                                                         & (     0.25)                                                                         & (     0.34)                                                                                 & (     0.56)                                                                         \\
\multicolumn{6}{l}{of which:} \\
\hspace{0.20cm} Personnel                                                           &     -0.05                      &      0.10                      &      0.31                      &      0.34                              &      1.19              \\
& (     0.22)                                                                           & (     0.23)                                                                           & (     0.29)                                                                           & (     0.44)                                                                                   & (     0.74)                                                                   \\
Public Investment                                           &      0.09          &     -0.04          &      0.14          &      0.34                  &      0.17          \\
& (     0.16)                                                                         & (     0.21)                                                                         & (     0.25)                                                                         & (     0.32)                                                                                 & (     0.63)                                                                         \\
\midrule
\multicolumn{6}{c}{Allocation of resources: functional categories (\% of total expenditure)} \\
\midrule
Social Expenditures                                         &      0.64    &      0.75    &      0.51    &      0.34    &      0.68            \\
& (     0.21)                                                                  & (     0.25)                                                                  & (     0.29)                                                                  & (     0.40)                                                                  & (     0.91)                                          \\
\multicolumn{6}{l}{of which:} \\
\hspace{0.20cm} Health \& sanitation        &      0.18                    &      0.17                    &      0.05                    &      0.17                    &     -0.43                    \\
& (     0.15)                                                                              & (     0.16)                                                                              & (     0.22)                                                                              & (     0.33)                                                                              & (     0.62)                                              \\
\hspace{0.20cm} Education \& culture        &      0.24              &      0.36              &      0.41              &      0.16              &      0.94              \\
& (     0.16)                                                                   & (     0.19)                                                                   & (     0.22)                                                                   & (     0.27)                                                                   & (     0.51)                                           \\
\hspace{0.20cm} Social welfare                      &      0.16                  &      0.18                  &      0.06                  &      0.08                  &     -0.03                  \\
& (     0.06)                                                                     & (     0.06)                                                                     & (     0.06)                                                                     & (     0.09)                                                                     & (     0.14)                                             \\
\multicolumn{6}{l}{Other expenditures:} \\
\hspace{0.20cm} Housing                            &     -0.16                  &     -0.28                  &     -0.30                  &     -0.01                  &      0.46                  \\
& (     0.13)                                                                     & (     0.16)                                                                     & (     0.20)                                                                     & (     0.28)                                                                     & (     0.54)                                             \\
\hspace{0.20cm} Transportation             &     -0.18              &     -0.25              &     -0.23              &     -0.35              &     -0.21              \\
& (     0.09)                                                                   & (     0.10)                                                                   & (     0.12)                                                                   & (     0.18)                                                                   & (     0.25)                                           \\
\hspace{0.20cm} Other                                      &     -0.21                              &     -0.15                              &      0.05                              &     -0.08                              &     -0.88                      \\
& (     0.23)                                                                               & (     0.28)                                                                               & (     0.31)                                                                               & (     0.47)                                                                               & (     1.00)                                               \\
\midrule
Social Expenditures per capita                      &      1.16                  &      1.30                  &      1.36                  &      2.26                  &      1.91                  \\
& (     0.61)                                                                     & (     0.71)                                                                     & (     0.86)                                                                     & (     1.33)                                                                     & (     2.10)                                             \\
\bottomrule
Observations (all)                                          &  8943                                                                                          & 6707                                                                                           & 4471                                                                                           & 2235                                                                                                   & 894                                                                                   \\
Observations (effective)                            &  4408                                                                                       & 3714                                                                                        & 2393                                                                                        & 1137                                                                                                & 420                                                                                \\
\bottomrule
\end{tabularx}}
